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# System prepended metadata

title: Nerd Query AI Roadmap

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# Nerd Query AI Roadmap

## Problem statement
"By analysts, for analysts", that's our motto. Why? We are a team of self-taught cryptoanalysts, focusing on researching the current cash flow on the market, specializing in narrative and next-gen tokens finding. We do not just rely on common technical analysis - we utilize onchain data to examine how investors react to market's trend and detecting their sentiments.

While onchain data is publicly available, not everyone can use it. Why? Data platforms such as Dune or Transpose require SQL in order to get access to it. Arkham Intelligence tracks transactions ontime, however, it will take a while for users to travel through their site and make data-driven decisions.

We present Nerd Query AI, a LLM-powered query engine that helps answer data-driven questions. With human-like questions, such as "Which address accumulates the most PEPE in the last week?" or "Graph me a chart of WETH swapped in the last month?", Nerd Query AI can render out results within just a few seconds. 

We do not invent data, instead, we ask what the community needs and wants just from the data itself, and build upon them. We do not want users to ask decision-making questions, instead we guide them how to ask question properly and concisely.

## Product Roadmap

### Phase 1 (2 months)
- LLM-powered search engine
- Build UI
- Fine-tuning and data matching process
- Alpha release

### Phase 2 (3 months)
- Social sentiment analysis
- Recommendation system based on social sentiment

### Phase 3 (6 months)
- Build LLM for cryptoanalysis

## Team Scalability
- Phase 1: 1 NLP Engineer + 1 cryptoanalyst
- Phase 2: 1 NLP Engineer + 1 Backend Engineer + 1 Frontend Engineer
- Phase 3: 2 ML Researcher

## Data
- Onchain data, focusing on dex swap on Etherium and Arbitrum One.
- Suggestion data, based on users' demands.

